Jasmine Collins
Jasmine Collins
Ph.D. student at UC Berkeley
Verified email at berkeley.edu - Homepage
TitleCited byYear
Inferring single-trial neural population dynamics using sequential auto-encoders
C Pandarinath, DJ O’Shea, J Collins, R Jozefowicz, SD Stavisky, JC Kao, ...
Nature methods, 1, 2018
922018
Capacity and trainability in recurrent neural networks
J Collins, J Sohl-Dickstein, D Sussillo
arXiv preprint arXiv:1611.09913, 2016
842016
Protein secondary structure prediction using deep multi-scale convolutional neural networks and next-step conditioning
A Busia, J Collins, N Jaitly
arXiv preprint arXiv:1611.01503, 2016
132016
A D3R prospective evaluation of machine learning for protein-ligand scoring
J Sunseri, M Ragoza, J Collins, DR Koes
Journal of computer-aided molecular design 30 (9), 761-771, 2016
102016
Accelerating Training of Deep Neural Networks with a Standardization Loss
J Collins, J Balle, J Shlens
arXiv preprint arXiv:1903.00925, 2019
2019
Precise Estimates of Single-Trial Dynamics in Motor Cortex using Deep Learning Techniques
C Pandarinath, J Collins, R Jozefowicz, S Stavisky, J Kao, M Churchland, ...
2017
Convolutional neural networks for protein-ligand scoring
M Ragoza, J Collins, D Koes
ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY 251, 2016
2016
3Dmol. js: Chemical structure visualization for the modern web
J Collins, M Ragoza, J Jensen, D Koes
ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY 251, 2016
2016
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Articles 1–8